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Bruno Pelletier
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Cited by
Year
Kernel density estimation on Riemannian manifolds
B Pelletier
Statistics & probability letters 73 (3), 297-304, 2005
1932005
Atmospheric correction of satellite ocean-color imagery during the PACE era
RJ Frouin, BA Franz, A Ibrahim, K Knobelspiesse, Z Ahmad, B Cairns, ...
Frontiers in earth science 7, 145, 2019
1312019
ERRATA: On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm
E Arias-Castro, D Mason, B Pelletier
Journal of Machine Learning Research 17 (206), 1-4, 2016
1162016
Retrieving of particulate matter from optical measurements: A semiparametric approach
B Pelletier, R Santer, J Vidot
Journal of Geophysical Research: Atmospheres 112 (D6), 2007
1102007
Non-parametric regression estimation on closed Riemannian manifolds
B Pelletier
Journal of Nonparametric Statistics 18 (1), 57-67, 2006
772006
A graph-based estimator of the number of clusters
G Biau, B Cadre, B Pelletier
ESAIM: Probability and Statistics 11, 272-280, 2007
522007
Exact rates in density support estimation
G Biau, B Cadre, B Pelletier
Journal of Multivariate Analysis 99 (10), 2185-2207, 2008
432008
Remember the curse of dimensionality: The case of goodness-of-fit testing in arbitrary dimension
E Arias-Castro, B Pelletier, V Saligrama
Journal of Nonparametric Statistics 30 (2), 448-471, 2018
402018
Bayesian methodology for inverting satellite ocean-color data
R Frouin, B Pelletier
Remote Sensing of Environment 159, 332-360, 2015
362015
The normalized graph cut and Cheeger constant: from discrete to continuous
E Arias-Castro, B Pelletier, P Pudlo
Advances in Applied Probability 44 (4), 907-937, 2012
332012
Estimation of density level sets with a given probability content
B Cadre, B Pelletier, P Pudlo
Journal of Nonparametric Statistics 25 (1), 261-272, 2013
312013
A kernel-based classifier on a Riemannian manifold
JM Loubes, B Pelletier
Statistics & Decisions 26 (1), 35-51, 2008
292008
Asymptotic normality in density support estimation
G Biau, B Cadre, D Mason, B Pelletier
282009
Informative barycentres in statistics
B Pelletier
Annals of the Institute of Statistical Mathematics 57, 767-780, 2005
262005
On the Convergence of Maximum Variance Unfolding.
E Arias-Castro, B Pelletier
Journal of Machine Learning Research 14 (7), 2013
232013
Perturbation bounds for procrustes, classical scaling, and trilateration, with applications to manifold learning
E Arias-Castro, A Javanmard, B Pelletier
Journal of Machine Learning Research 21 (15), 1-37, 2020
202020
Maximum entropy solution to ill-posed inverse problems with approximately known operator
JM Loubes, B Pelletier
Journal of Mathematical Analysis and Applications 344 (1), 260-273, 2008
202008
Operator norm convergence of spectral clustering on level sets
B Pelletier, P Pudlo
The Journal of Machine Learning Research 12, 385-416, 2011
192011
On the estimation of latent distances using graph distances
E Arias-Castro, A Channarond, B Pelletier, N Verzelen
172021
On the consistency of the crossmatch test
E Arias-Castro, B Pelletier
Journal of Statistical Planning and Inference 171, 184-190, 2016
172016
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